Overview
Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 103205 |
| Missing cells | 77913 |
| Missing cells (%) | 2.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 22.0 MiB |
| Average record size in memory | 224.0 B |
Variable types
| Categorical | 3 |
|---|---|
| Numeric | 24 |
| DateTime | 1 |
NO_MAX has constant value "0" | Constant |
NO_MIN has constant value "0" | Constant |
CO2_MAX is highly overall correlated with CO2_MIN and 1 other fields | High correlation |
CO2_MIN is highly overall correlated with CO2_MAX and 1 other fields | High correlation |
CO_MAX is highly overall correlated with CO2_MIN and 1 other fields | High correlation |
CO_MIN is highly overall correlated with CO_MAX and 5 other fields | High correlation |
HUMIDITY is highly overall correlated with CO_MIN and 6 other fields | High correlation |
Lattitude is highly overall correlated with CO2_MAX and 1 other fields | High correlation |
Longitude is highly overall correlated with NAME | High correlation |
NAME is highly overall correlated with Lattitude and 1 other fields | High correlation |
NO2_MAX is highly overall correlated with NO2_MIN | High correlation |
NO2_MIN is highly overall correlated with NO2_MAX | High correlation |
PM10_MAX is highly overall correlated with HUMIDITY and 4 other fields | High correlation |
PM10_MIN is highly overall correlated with HUMIDITY and 4 other fields | High correlation |
PM2_MAX is highly overall correlated with CO_MIN and 5 other fields | High correlation |
PM2_MIN is highly overall correlated with CO_MIN and 5 other fields | High correlation |
SO2_MAX is highly overall correlated with SO2_MIN | High correlation |
SO2_MIN is highly overall correlated with SO2_MAX | High correlation |
TEMPRATURE_MAX is highly overall correlated with CO_MIN and 6 other fields | High correlation |
TEMPRATURE_MIN is highly overall correlated with CO_MIN and 2 other fields | High correlation |
UV_MAX is highly overall correlated with UV_MIN | High correlation |
UV_MIN is highly overall correlated with UV_MAX | High correlation |
HUMIDITY has 5121 (5.0%) missing values | Missing |
LIGHT has 6072 (5.9%) missing values | Missing |
PM10_MAX has 3233 (3.1%) missing values | Missing |
PM10_MIN has 3233 (3.1%) missing values | Missing |
PM2_MAX has 3233 (3.1%) missing values | Missing |
PM2_MIN has 3233 (3.1%) missing values | Missing |
CO2_MAX has 1565 (1.5%) missing values | Missing |
CO2_MIN has 1565 (1.5%) missing values | Missing |
SOUND has 5120 (5.0%) missing values | Missing |
TEMPRATURE_MAX has 5061 (4.9%) missing values | Missing |
TEMPRATURE_MIN has 5061 (4.9%) missing values | Missing |
UV_MAX has 12518 (12.1%) missing values | Missing |
UV_MIN has 12518 (12.1%) missing values | Missing |
AIR_PRESSURE has 5120 (5.0%) missing values | Missing |
SOUND is highly skewed (γ1 = 156.585361) | Skewed |
NO2_MAX has 3717 (3.6%) zeros | Zeros |
NO2_MIN has 4112 (4.0%) zeros | Zeros |
OZONE_MAX has 28965 (28.1%) zeros | Zeros |
OZONE_MIN has 87134 (84.4%) zeros | Zeros |
PM10_MAX has 5853 (5.7%) zeros | Zeros |
PM10_MIN has 9060 (8.8%) zeros | Zeros |
PM2_MAX has 3842 (3.7%) zeros | Zeros |
PM2_MIN has 7632 (7.4%) zeros | Zeros |
SO2_MAX has 16770 (16.2%) zeros | Zeros |
SO2_MIN has 27627 (26.8%) zeros | Zeros |
CO2_MAX has 18785 (18.2%) zeros | Zeros |
CO2_MIN has 36992 (35.8%) zeros | Zeros |
UV_MAX has 36056 (34.9%) zeros | Zeros |
UV_MIN has 36056 (34.9%) zeros | Zeros |
Reproduction
| Analysis started | 2026-01-21 09:50:52.931840 |
|---|---|
| Analysis finished | 2026-01-21 09:51:35.927597 |
| Duration | 43 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
NAME
Categorical
High correlation
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 806.4 KiB |
| Goodluck Square_Cafe_23 | |
|---|---|
| Chitale Bandhu Corner_41 | |
| Rajashri_Shahu_Bus_stand_19 | |
| Hadapsar_Gadital_01 | |
| PMPML_Bus_Depot_Deccan_15 | |
| Other values (5) |
Length
| Max length | 40 |
|---|---|
| Median length | 24 |
| Mean length | 22.501856 |
| Min length | 15 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BopadiSquare_65 |
|---|---|
| 2nd row | Karve Statue Square_5 |
| 3rd row | Lullanagar_Square_14 |
| 4th row | Hadapsar_Gadital_01 |
| 5th row | PMPML_Bus_Depot_Deccan_15 |
Common Values
| Value | Count | Frequency (%) |
| Goodluck Square_Cafe_23 | 12963 | |
| Chitale Bandhu Corner_41 | 12872 | |
| Rajashri_Shahu_Bus_stand_19 | 12461 | |
| Hadapsar_Gadital_01 | 12434 | |
| PMPML_Bus_Depot_Deccan_15 | 12210 | |
| Lullanagar_Square_14 | 12117 | |
| Pune Railway Station_28 | 11791 | |
| Karve Statue Square_5 | 11766 | |
| BopadiSquare_65 | 4279 | 4.1% |
| Dr Baba Saheb Ambedkar Sethu Junction_60 | 312 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| goodluck | 12963 | 6.8% |
| square_cafe_23 | 12963 | 6.8% |
| chitale | 12872 | 6.8% |
| bandhu | 12872 | 6.8% |
| corner_41 | 12872 | 6.8% |
| rajashri_shahu_bus_stand_19 | 12461 | 6.5% |
| hadapsar_gadital_01 | 12434 | 6.5% |
| pmpml_bus_depot_deccan_15 | 12210 | 6.4% |
| lullanagar_square_14 | 12117 | 6.4% |
| pune | 11791 | 6.2% |
| Other values (12) | 65031 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 304839 | 13.1% |
| _ | 214732 | 9.2% |
| e | 140511 | 6.1% |
| u | 140390 | 6.0% |
| r | 116271 | 5.0% |
| t | 97715 | 4.2% |
| 87381 | 3.8% | |
| n | 86738 | 3.7% |
| S | 77767 | 3.3% |
| l | 74294 | 3.2% |
| Other values (38) | 981666 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2322304 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 304839 | 13.1% |
| _ | 214732 | 9.2% |
| e | 140511 | 6.1% |
| u | 140390 | 6.0% |
| r | 116271 | 5.0% |
| t | 97715 | 4.2% |
| 87381 | 3.8% | |
| n | 86738 | 3.7% |
| S | 77767 | 3.3% |
| l | 74294 | 3.2% |
| Other values (38) | 981666 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2322304 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 304839 | 13.1% |
| _ | 214732 | 9.2% |
| e | 140511 | 6.1% |
| u | 140390 | 6.0% |
| r | 116271 | 5.0% |
| t | 97715 | 4.2% |
| 87381 | 3.8% | |
| n | 86738 | 3.7% |
| S | 77767 | 3.3% |
| l | 74294 | 3.2% |
| Other values (38) | 981666 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2322304 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 304839 | 13.1% |
| _ | 214732 | 9.2% |
| e | 140511 | 6.1% |
| u | 140390 | 6.0% |
| r | 116271 | 5.0% |
| t | 97715 | 4.2% |
| 87381 | 3.8% | |
| n | 86738 | 3.7% |
| S | 77767 | 3.3% |
| l | 74294 | 3.2% |
| Other values (38) | 981666 |
HUMIDITY
Real number (ℝ)
High correlation Missing
| Distinct | 25693 |
|---|---|
| Distinct (%) | 26.2% |
| Missing | 5121 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.130559 |
| Minimum | 10.166 |
|---|---|
| Maximum | 97.359 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 10.166 |
|---|---|
| 5-th percentile | 20.8949 |
| Q1 | 48.056 |
| median | 68.196 |
| Q3 | 81.09925 |
| 95-th percentile | 90.513 |
| Maximum | 97.359 |
| Range | 87.193 |
| Interquartile range (IQR) | 33.04325 |
Descriptive statistics
| Standard deviation | 21.787184 |
|---|---|
| Coefficient of variation (CV) | 0.34511312 |
| Kurtosis | -0.71581886 |
| Mean | 63.130559 |
| Median Absolute Deviation (MAD) | 15.087 |
| Skewness | -0.61104181 |
| Sum | 6192097.8 |
| Variance | 474.68139 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80.79 | 23 | < 0.1% |
| 83.383 | 22 | < 0.1% |
| 79.887 | 20 | < 0.1% |
| 84.171 | 20 | < 0.1% |
| 65.592 | 19 | < 0.1% |
| 71.318 | 19 | < 0.1% |
| 68.427 | 18 | < 0.1% |
| 75.263 | 17 | < 0.1% |
| 79.435 | 17 | < 0.1% |
| 56.157 | 16 | < 0.1% |
| Other values (25683) | 97893 | |
| (Missing) | 5121 | 5.0% |
| Value | Count | Frequency (%) |
| 10.166 | 4 | |
| 10.851 | 1 | < 0.1% |
| 10.864 | 1 | < 0.1% |
| 10.865 | 1 | < 0.1% |
| 10.866 | 1 | < 0.1% |
| 10.9 | 1 | < 0.1% |
| 10.909 | 1 | < 0.1% |
| 10.923 | 1 | < 0.1% |
| 10.948 | 1 | < 0.1% |
| 11.29 | 4 |
| Value | Count | Frequency (%) |
| 97.359 | 4 | |
| 97.279 | 4 | |
| 96.967 | 4 | |
| 96.808 | 3 | |
| 96.8 | 4 | |
| 96.66 | 4 | |
| 96.483 | 4 | |
| 96.468 | 4 | |
| 96.459 | 4 | |
| 96.426 | 4 |
LIGHT
Real number (ℝ)
Missing
| Distinct | 66174 |
|---|---|
| Distinct (%) | 68.1% |
| Missing | 6072 |
| Missing (%) | 5.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1894.5633 |
| Minimum | 0.094 |
|---|---|
| Maximum | 64811.321 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0.094 |
|---|---|
| 5-th percentile | 0.615 |
| Q1 | 2.243 |
| median | 123.227 |
| Q3 | 1879.022 |
| 95-th percentile | 6853.4468 |
| Maximum | 64811.321 |
| Range | 64811.227 |
| Interquartile range (IQR) | 1876.779 |
Descriptive statistics
| Standard deviation | 5315.9032 |
|---|---|
| Coefficient of variation (CV) | 2.8058726 |
| Kurtosis | 42.789589 |
| Mean | 1894.5633 |
| Median Absolute Deviation (MAD) | 122.727 |
| Skewness | 6.0511476 |
| Sum | 1.8402461 × 108 |
| Variance | 28258827 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.349 | 35 | < 0.1% |
| 0.952 | 30 | < 0.1% |
| 1.484 | 30 | < 0.1% |
| 1.508 | 29 | < 0.1% |
| 1.505 | 29 | < 0.1% |
| 1.432 | 29 | < 0.1% |
| 0.931 | 29 | < 0.1% |
| 1.408 | 29 | < 0.1% |
| 1.55 | 28 | < 0.1% |
| 0.728 | 27 | < 0.1% |
| Other values (66164) | 96838 | |
| (Missing) | 6072 | 5.9% |
| Value | Count | Frequency (%) |
| 0.094 | 2 | |
| 0.095 | 1 | < 0.1% |
| 0.098 | 1 | < 0.1% |
| 0.099 | 1 | < 0.1% |
| 0.1 | 2 | |
| 0.101 | 3 | |
| 0.102 | 3 | |
| 0.103 | 1 | < 0.1% |
| 0.104 | 2 | |
| 0.107 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 64811.321 | 1 | |
| 63142.805 | 1 | |
| 60508.099 | 1 | |
| 60441.559 | 1 | |
| 60022.798 | 1 | |
| 59368.065 | 1 | |
| 59155.371 | 1 | |
| 59144.469 | 1 | |
| 58545.754 | 1 | |
| 58540.219 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 103205 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 103205 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 103205 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 103205 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 103205 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 103205 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 103205 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 103205 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 103205 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 103205 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 103205 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 103205 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 103205 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 103205 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 103205 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 103205 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 103205 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 103205 |
NO2_MAX
Real number (ℝ)
High correlation Zeros
| Distinct | 208 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 577 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.677184 |
| Minimum | 0 |
|---|---|
| Maximum | 316 |
| Zeros | 3717 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 47 |
| median | 77 |
| Q3 | 96 |
| 95-th percentile | 122 |
| Maximum | 316 |
| Range | 316 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 37.689305 |
|---|---|
| Coefficient of variation (CV) | 0.5185851 |
| Kurtosis | 6.4903697 |
| Mean | 72.677184 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.97123684 |
| Sum | 7458714 |
| Variance | 1420.4837 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3717 | 3.6% |
| 84 | 1755 | 1.7% |
| 80 | 1709 | 1.7% |
| 55 | 1566 | 1.5% |
| 87 | 1557 | 1.5% |
| 88 | 1539 | 1.5% |
| 94 | 1538 | 1.5% |
| 83 | 1482 | 1.4% |
| 91 | 1456 | 1.4% |
| 86 | 1432 | 1.4% |
| Other values (198) | 84877 |
| Value | Count | Frequency (%) |
| 0 | 3717 | |
| 1 | 8 | < 0.1% |
| 2 | 6 | < 0.1% |
| 3 | 6 | < 0.1% |
| 4 | 8 | < 0.1% |
| 5 | 22 | < 0.1% |
| 6 | 73 | 0.1% |
| 7 | 127 | 0.1% |
| 8 | 325 | 0.3% |
| 9 | 1010 | 1.0% |
| Value | Count | Frequency (%) |
| 316 | 408 | |
| 315 | 3 | < 0.1% |
| 313 | 4 | < 0.1% |
| 308 | 4 | < 0.1% |
| 305 | 2 | < 0.1% |
| 303 | 4 | < 0.1% |
| 302 | 4 | < 0.1% |
| 296 | 2 | < 0.1% |
| 294 | 4 | < 0.1% |
| 291 | 4 | < 0.1% |
NO2_MIN
Real number (ℝ)
High correlation Zeros
| Distinct | 201 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 577 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.79983 |
| Minimum | 0 |
|---|---|
| Maximum | 315 |
| Zeros | 4112 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 37 |
| median | 64 |
| Q3 | 87 |
| 95-th percentile | 114 |
| Maximum | 315 |
| Range | 315 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 33.607416 |
|---|---|
| Coefficient of variation (CV) | 0.53515138 |
| Kurtosis | 0.87423793 |
| Mean | 62.79983 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0.12802675 |
| Sum | 6445021 |
| Variance | 1129.4584 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4112 | 4.0% |
| 34 | 1784 | 1.7% |
| 77 | 1775 | 1.7% |
| 81 | 1760 | 1.7% |
| 80 | 1530 | 1.5% |
| 83 | 1529 | 1.5% |
| 76 | 1507 | 1.5% |
| 92 | 1487 | 1.4% |
| 58 | 1460 | 1.4% |
| 82 | 1450 | 1.4% |
| Other values (191) | 84234 |
| Value | Count | Frequency (%) |
| 0 | 4112 | |
| 1 | 85 | 0.1% |
| 2 | 15 | < 0.1% |
| 3 | 141 | 0.1% |
| 4 | 646 | 0.6% |
| 5 | 426 | 0.4% |
| 6 | 1003 | 1.0% |
| 7 | 872 | 0.8% |
| 8 | 848 | 0.8% |
| 9 | 1014 | 1.0% |
| Value | Count | Frequency (%) |
| 315 | 4 | |
| 313 | 4 | |
| 308 | 4 | |
| 305 | 3 | |
| 303 | 4 | |
| 302 | 4 | |
| 296 | 3 | |
| 294 | 3 | |
| 291 | 4 | |
| 287 | 4 |
OZONE_MAX
Real number (ℝ)
Zeros
| Distinct | 112 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 608 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.646715 |
| Minimum | 0 |
|---|---|
| Maximum | 335 |
| Zeros | 28965 |
| Zeros (%) | 28.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6 |
| Q3 | 23 |
| 95-th percentile | 60 |
| Maximum | 335 |
| Range | 335 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 28.367278 |
|---|---|
| Coefficient of variation (CV) | 1.7040767 |
| Kurtosis | 48.600844 |
| Mean | 16.646715 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 5.3807578 |
| Sum | 1707903 |
| Variance | 804.70247 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 28965 | |
| 1 | 5042 | 4.9% |
| 3 | 3874 | 3.8% |
| 4 | 3821 | 3.7% |
| 5 | 3775 | 3.7% |
| 2 | 3487 | 3.4% |
| 7 | 2640 | 2.6% |
| 8 | 2467 | 2.4% |
| 6 | 2375 | 2.3% |
| 10 | 2085 | 2.0% |
| Other values (102) | 44066 |
| Value | Count | Frequency (%) |
| 0 | 28965 | |
| 1 | 5042 | 4.9% |
| 2 | 3487 | 3.4% |
| 3 | 3874 | 3.8% |
| 4 | 3821 | 3.7% |
| 5 | 3775 | 3.7% |
| 6 | 2375 | 2.3% |
| 7 | 2640 | 2.6% |
| 8 | 2467 | 2.4% |
| 9 | 1844 | 1.8% |
| Value | Count | Frequency (%) |
| 335 | 283 | |
| 333 | 3 | < 0.1% |
| 327 | 4 | < 0.1% |
| 324 | 3 | < 0.1% |
| 318 | 4 | < 0.1% |
| 315 | 4 | < 0.1% |
| 309 | 4 | < 0.1% |
| 307 | 4 | < 0.1% |
| 300 | 4 | < 0.1% |
| 276 | 4 | < 0.1% |
OZONE_MIN
Real number (ℝ)
Zeros
| Distinct | 80 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 608 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9618995 |
| Minimum | 0 |
|---|---|
| Maximum | 335 |
| Zeros | 87134 |
| Zeros (%) | 84.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 32 |
| Maximum | 335 |
| Range | 335 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 20.427678 |
|---|---|
| Coefficient of variation (CV) | 4.1169068 |
| Kurtosis | 103.55314 |
| Mean | 4.9618995 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.4177676 |
| Sum | 509076 |
| Variance | 417.29001 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 87134 | |
| 1 | 2302 | 2.2% |
| 3 | 568 | 0.6% |
| 2 | 561 | 0.5% |
| 27 | 530 | 0.5% |
| 126 | 521 | 0.5% |
| 26 | 506 | 0.5% |
| 32 | 486 | 0.5% |
| 31 | 484 | 0.5% |
| 38 | 472 | 0.5% |
| Other values (70) | 9033 | 8.8% |
| (Missing) | 608 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 87134 | |
| 1 | 2302 | 2.2% |
| 2 | 561 | 0.5% |
| 3 | 568 | 0.6% |
| 4 | 292 | 0.3% |
| 5 | 79 | 0.1% |
| 6 | 303 | 0.3% |
| 7 | 117 | 0.1% |
| 8 | 113 | 0.1% |
| 9 | 128 | 0.1% |
| Value | Count | Frequency (%) |
| 335 | 117 | |
| 333 | 4 | < 0.1% |
| 327 | 4 | < 0.1% |
| 324 | 2 | < 0.1% |
| 318 | 4 | < 0.1% |
| 315 | 1 | < 0.1% |
| 309 | 3 | < 0.1% |
| 307 | 3 | < 0.1% |
| 300 | 4 | < 0.1% |
| 276 | 4 | < 0.1% |
PM10_MAX
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 55 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 3233 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.004841 |
| Minimum | 0 |
|---|---|
| Maximum | 54 |
| Zeros | 5853 |
| Zeros (%) | 5.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 18 |
| Q3 | 29 |
| 95-th percentile | 40 |
| Maximum | 54 |
| Range | 54 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 12.492682 |
|---|---|
| Coefficient of variation (CV) | 0.65734211 |
| Kurtosis | -0.99048415 |
| Mean | 19.004841 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.23864521 |
| Sum | 1899952 |
| Variance | 156.06712 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5853 | 5.7% |
| 7 | 3507 | 3.4% |
| 12 | 3159 | 3.1% |
| 9 | 3118 | 3.0% |
| 30 | 3085 | 3.0% |
| 14 | 3077 | 3.0% |
| 5 | 2949 | 2.9% |
| 13 | 2698 | 2.6% |
| 10 | 2662 | 2.6% |
| 11 | 2607 | 2.5% |
| Other values (45) | 67257 | |
| (Missing) | 3233 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 5853 | |
| 1 | 2150 | 2.1% |
| 2 | 1407 | 1.4% |
| 3 | 2488 | |
| 4 | 2120 | 2.1% |
| 5 | 2949 | |
| 6 | 2353 | |
| 7 | 3507 | |
| 8 | 2252 | 2.2% |
| 9 | 3118 |
| Value | Count | Frequency (%) |
| 54 | 90 | 0.1% |
| 53 | 94 | 0.1% |
| 52 | 4 | < 0.1% |
| 51 | 34 | < 0.1% |
| 50 | 12 | < 0.1% |
| 49 | 91 | 0.1% |
| 48 | 26 | < 0.1% |
| 47 | 204 | |
| 46 | 237 | |
| 45 | 241 |
PM10_MIN
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 49 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3233 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.559357 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 9060 |
| Zeros (%) | 8.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 13 |
| Q3 | 23 |
| 95-th percentile | 34 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 10.961672 |
|---|---|
| Coefficient of variation (CV) | 0.75289536 |
| Kurtosis | -0.87553134 |
| Mean | 14.559357 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.43699593 |
| Sum | 1455528 |
| Variance | 120.15825 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 0 | 9060 | 8.8% |
| 4 | 4719 | 4.6% |
| 3 | 3880 | 3.8% |
| 2 | 3763 | 3.6% |
| 9 | 3535 | 3.4% |
| 8 | 3459 | 3.4% |
| 5 | 3374 | 3.3% |
| 11 | 3286 | 3.2% |
| 6 | 3258 | 3.2% |
| 18 | 3087 | 3.0% |
| Other values (39) | 58551 | |
| (Missing) | 3233 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 9060 | |
| 1 | 2610 | 2.5% |
| 2 | 3763 | |
| 3 | 3880 | |
| 4 | 4719 | |
| 5 | 3374 | 3.3% |
| 6 | 3258 | 3.2% |
| 7 | 2465 | 2.4% |
| 8 | 3459 | 3.4% |
| 9 | 3535 | 3.4% |
| Value | Count | Frequency (%) |
| 48 | 30 | < 0.1% |
| 47 | 4 | < 0.1% |
| 46 | 3 | < 0.1% |
| 45 | 42 | < 0.1% |
| 44 | 42 | < 0.1% |
| 43 | 102 | 0.1% |
| 42 | 135 | 0.1% |
| 41 | 142 | 0.1% |
| 40 | 279 | |
| 39 | 629 |
PM2_MAX
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 39 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3233 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.006542 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 3842 |
| Zeros (%) | 3.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 8 |
| median | 14 |
| Q3 | 22 |
| 95-th percentile | 30 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 9.1716603 |
|---|---|
| Coefficient of variation (CV) | 0.61117747 |
| Kurtosis | -0.93265433 |
| Mean | 15.006542 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.22268255 |
| Sum | 1500234 |
| Variance | 84.119352 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 8 | 4338 | 4.2% |
| 11 | 4217 | 4.1% |
| 10 | 4183 | 4.1% |
| 9 | 4072 | 3.9% |
| 7 | 3953 | 3.8% |
| 0 | 3842 | 3.7% |
| 12 | 3811 | 3.7% |
| 20 | 3755 | 3.6% |
| 21 | 3555 | 3.4% |
| 19 | 3528 | 3.4% |
| Other values (29) | 60718 |
| Value | Count | Frequency (%) |
| 0 | 3842 | |
| 1 | 3039 | |
| 2 | 1745 | |
| 3 | 1895 | |
| 4 | 3332 | |
| 5 | 3475 | |
| 6 | 3381 | |
| 7 | 3953 | |
| 8 | 4338 | |
| 9 | 4072 |
| Value | Count | Frequency (%) |
| 38 | 199 | 0.2% |
| 37 | 63 | 0.1% |
| 36 | 163 | 0.2% |
| 35 | 369 | 0.4% |
| 34 | 618 | 0.6% |
| 33 | 827 | 0.8% |
| 32 | 1022 | |
| 31 | 1671 | |
| 30 | 1733 | |
| 29 | 2293 |
PM2_MIN
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 38 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3233 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.692074 |
| Minimum | 0 |
|---|---|
| Maximum | 37 |
| Zeros | 7632 |
| Zeros (%) | 7.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 10 |
| Q3 | 18 |
| 95-th percentile | 26 |
| Maximum | 37 |
| Range | 37 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.2591483 |
|---|---|
| Coefficient of variation (CV) | 0.70638865 |
| Kurtosis | -0.85294898 |
| Mean | 11.692074 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.40100928 |
| Sum | 1168880 |
| Variance | 68.21353 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 0 | 7632 | 7.4% |
| 5 | 5579 | 5.4% |
| 4 | 4875 | 4.7% |
| 8 | 4759 | 4.6% |
| 3 | 4624 | 4.5% |
| 6 | 4605 | 4.5% |
| 7 | 4352 | 4.2% |
| 10 | 4280 | 4.1% |
| 19 | 4182 | 4.1% |
| 15 | 3740 | 3.6% |
| Other values (28) | 51344 |
| Value | Count | Frequency (%) |
| 0 | 7632 | |
| 1 | 3150 | |
| 2 | 3277 | |
| 3 | 4624 | |
| 4 | 4875 | |
| 5 | 5579 | |
| 6 | 4605 | |
| 7 | 4352 | |
| 8 | 4759 | |
| 9 | 3636 |
| Value | Count | Frequency (%) |
| 37 | 34 | < 0.1% |
| 36 | 3 | < 0.1% |
| 35 | 4 | < 0.1% |
| 34 | 58 | 0.1% |
| 33 | 104 | 0.1% |
| 32 | 198 | 0.2% |
| 31 | 178 | 0.2% |
| 30 | 747 | |
| 29 | 763 | |
| 28 | 1227 |
SO2_MAX
Real number (ℝ)
High correlation Zeros
| Distinct | 126 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 837 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9075004 |
| Minimum | 0 |
|---|---|
| Maximum | 165 |
| Zeros | 16770 |
| Zeros (%) | 16.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 11 |
| Maximum | 165 |
| Range | 165 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 13.915968 |
|---|---|
| Coefficient of variation (CV) | 2.355644 |
| Kurtosis | 78.489205 |
| Mean | 5.9075004 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 8.4130418 |
| Sum | 604739 |
| Variance | 193.65416 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 16770 | |
| 3 | 13568 | |
| 4 | 11361 | |
| 2 | 9850 | |
| 5 | 8777 | |
| 6 | 8485 | |
| 1 | 8055 | |
| 7 | 6532 | 6.3% |
| 8 | 5620 | 5.4% |
| 9 | 4511 | 4.4% |
| Other values (116) | 8839 |
| Value | Count | Frequency (%) |
| 0 | 16770 | |
| 1 | 8055 | |
| 2 | 9850 | |
| 3 | 13568 | |
| 4 | 11361 | |
| 5 | 8777 | |
| 6 | 8485 | |
| 7 | 6532 | 6.3% |
| 8 | 5620 | 5.4% |
| 9 | 4511 | 4.4% |
| Value | Count | Frequency (%) |
| 165 | 77 | |
| 162 | 103 | |
| 161 | 15 | < 0.1% |
| 160 | 2 | < 0.1% |
| 159 | 2 | < 0.1% |
| 158 | 6 | < 0.1% |
| 157 | 4 | < 0.1% |
| 156 | 4 | < 0.1% |
| 155 | 10 | < 0.1% |
| 154 | 14 | < 0.1% |
SO2_MIN
Real number (ℝ)
High correlation Zeros
| Distinct | 118 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 837 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.8130568 |
| Minimum | 0 |
|---|---|
| Maximum | 165 |
| Zeros | 27627 |
| Zeros (%) | 26.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 165 |
| Range | 165 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 9.8122187 |
|---|---|
| Coefficient of variation (CV) | 2.5733209 |
| Kurtosis | 118.02913 |
| Mean | 3.8130568 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 10.001469 |
| Sum | 390335 |
| Variance | 96.279636 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 27627 | |
| 2 | 14791 | |
| 3 | 14414 | |
| 1 | 11635 | |
| 4 | 8898 | 8.6% |
| 5 | 6394 | 6.2% |
| 6 | 6112 | 5.9% |
| 7 | 4157 | 4.0% |
| 8 | 3411 | 3.3% |
| 9 | 1405 | 1.4% |
| Other values (108) | 3524 | 3.4% |
| Value | Count | Frequency (%) |
| 0 | 27627 | |
| 1 | 11635 | |
| 2 | 14791 | |
| 3 | 14414 | |
| 4 | 8898 | 8.6% |
| 5 | 6394 | 6.2% |
| 6 | 6112 | 5.9% |
| 7 | 4157 | 4.0% |
| 8 | 3411 | 3.3% |
| 9 | 1405 | 1.4% |
| Value | Count | Frequency (%) |
| 165 | 4 | < 0.1% |
| 153 | 11 | |
| 152 | 11 | |
| 151 | 10 | |
| 150 | 12 | |
| 149 | 3 | < 0.1% |
| 148 | 7 | |
| 146 | 2 | < 0.1% |
| 144 | 7 | |
| 143 | 4 | < 0.1% |
CO_MAX
Real number (ℝ)
High correlation
| Distinct | 146 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 608 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.025176 |
| Minimum | 17 |
|---|---|
| Maximum | 163 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 75 |
| median | 106 |
| Q3 | 120 |
| 95-th percentile | 137 |
| Maximum | 163 |
| Range | 146 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 32.72614 |
|---|---|
| Coefficient of variation (CV) | 0.34080792 |
| Kurtosis | -0.4091071 |
| Mean | 96.025176 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | -0.69066268 |
| Sum | 9851895 |
| Variance | 1071.0003 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 109 | 2679 | 2.6% |
| 110 | 2665 | 2.6% |
| 105 | 2445 | 2.4% |
| 108 | 2408 | 2.3% |
| 112 | 2235 | 2.2% |
| 111 | 2210 | 2.1% |
| 107 | 2196 | 2.1% |
| 100 | 2025 | 2.0% |
| 126 | 1988 | 1.9% |
| 113 | 1865 | 1.8% |
| Other values (136) | 79881 |
| Value | Count | Frequency (%) |
| 17 | 37 | < 0.1% |
| 18 | 199 | 0.2% |
| 19 | 122 | 0.1% |
| 20 | 289 | 0.3% |
| 21 | 707 | |
| 22 | 300 | 0.3% |
| 23 | 619 | |
| 24 | 487 | |
| 25 | 568 | |
| 26 | 828 |
| Value | Count | Frequency (%) |
| 163 | 78 | |
| 161 | 177 | |
| 160 | 96 | |
| 159 | 48 | < 0.1% |
| 158 | 194 | |
| 157 | 99 | |
| 156 | 87 | |
| 155 | 187 | |
| 154 | 185 | |
| 153 | 11 | < 0.1% |
CO_MIN
Real number (ℝ)
High correlation
| Distinct | 125 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 608 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.403053 |
| Minimum | 8 |
|---|---|
| Maximum | 136 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 21 |
| median | 44 |
| Q3 | 65 |
| 95-th percentile | 100 |
| Maximum | 136 |
| Range | 128 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 27.441851 |
|---|---|
| Coefficient of variation (CV) | 0.5913803 |
| Kurtosis | -0.5342038 |
| Mean | 46.403053 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 0.57049947 |
| Sum | 4760814 |
| Variance | 753.0552 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 14 | 3544 | 3.4% |
| 15 | 2996 | 2.9% |
| 13 | 2778 | 2.7% |
| 12 | 2738 | 2.7% |
| 11 | 2201 | 2.1% |
| 46 | 2095 | 2.0% |
| 45 | 2025 | 2.0% |
| 44 | 2022 | 2.0% |
| 48 | 1990 | 1.9% |
| 16 | 1914 | 1.9% |
| Other values (115) | 78294 |
| Value | Count | Frequency (%) |
| 8 | 96 | 0.1% |
| 9 | 753 | 0.7% |
| 10 | 1595 | |
| 11 | 2201 | |
| 12 | 2738 | |
| 13 | 2778 | |
| 14 | 3544 | |
| 15 | 2996 | |
| 16 | 1914 | |
| 17 | 1829 |
| Value | Count | Frequency (%) |
| 136 | 4 | < 0.1% |
| 133 | 3 | < 0.1% |
| 130 | 4 | < 0.1% |
| 129 | 4 | < 0.1% |
| 128 | 53 | |
| 127 | 12 | < 0.1% |
| 126 | 3 | < 0.1% |
| 125 | 78 | |
| 124 | 57 | |
| 123 | 19 | < 0.1% |
CO2_MAX
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 767 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 1565 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 217.62152 |
| Minimum | 0 |
|---|---|
| Maximum | 1338 |
| Zeros | 18785 |
| Zeros (%) | 18.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 29 |
| median | 127 |
| Q3 | 418 |
| 95-th percentile | 638 |
| Maximum | 1338 |
| Range | 1338 |
| Interquartile range (IQR) | 389 |
Descriptive statistics
| Standard deviation | 238.83386 |
|---|---|
| Coefficient of variation (CV) | 1.0974736 |
| Kurtosis | 1.6055829 |
| Mean | 217.62152 |
| Median Absolute Deviation (MAD) | 127 |
| Skewness | 1.2272961 |
| Sum | 22119051 |
| Variance | 57041.612 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 18785 | 18.2% |
| 29 | 15015 | 14.5% |
| 28 | 693 | 0.7% |
| 1 | 616 | 0.6% |
| 447 | 498 | 0.5% |
| 439 | 489 | 0.5% |
| 450 | 457 | 0.4% |
| 56 | 450 | 0.4% |
| 258 | 447 | 0.4% |
| 45 | 434 | 0.4% |
| Other values (757) | 63756 | |
| (Missing) | 1565 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 18785 | |
| 1 | 616 | 0.6% |
| 2 | 414 | 0.4% |
| 3 | 346 | 0.3% |
| 4 | 85 | 0.1% |
| 5 | 137 | 0.1% |
| 6 | 163 | 0.2% |
| 7 | 77 | 0.1% |
| 8 | 119 | 0.1% |
| 9 | 182 | 0.2% |
| Value | Count | Frequency (%) |
| 1338 | 78 | |
| 1331 | 3 | < 0.1% |
| 1313 | 6 | < 0.1% |
| 1312 | 93 | |
| 1309 | 86 | |
| 1298 | 2 | < 0.1% |
| 1296 | 4 | < 0.1% |
| 1280 | 4 | < 0.1% |
| 1272 | 7 | < 0.1% |
| 1260 | 3 | < 0.1% |
CO2_MIN
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 556 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1565 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.31701 |
| Minimum | 0 |
|---|---|
| Maximum | 919 |
| Zeros | 36992 |
| Zeros (%) | 35.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 29 |
| Q3 | 296 |
| 95-th percentile | 472 |
| Maximum | 919 |
| Range | 919 |
| Interquartile range (IQR) | 296 |
Descriptive statistics
| Standard deviation | 176.90879 |
|---|---|
| Coefficient of variation (CV) | 1.2883239 |
| Kurtosis | -0.40131614 |
| Mean | 137.31701 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 0.98307021 |
| Sum | 13956901 |
| Variance | 31296.719 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 36992 | |
| 29 | 13599 | 13.2% |
| 1 | 762 | 0.7% |
| 3 | 537 | 0.5% |
| 2 | 468 | 0.5% |
| 26 | 408 | 0.4% |
| 375 | 407 | 0.4% |
| 366 | 393 | 0.4% |
| 7 | 380 | 0.4% |
| 18 | 367 | 0.4% |
| Other values (546) | 47327 | |
| (Missing) | 1565 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 36992 | |
| 1 | 762 | 0.7% |
| 2 | 468 | 0.5% |
| 3 | 537 | 0.5% |
| 4 | 358 | 0.3% |
| 5 | 233 | 0.2% |
| 6 | 318 | 0.3% |
| 7 | 380 | 0.4% |
| 8 | 281 | 0.3% |
| 9 | 148 | 0.1% |
| Value | Count | Frequency (%) |
| 919 | 32 | |
| 909 | 4 | < 0.1% |
| 860 | 3 | < 0.1% |
| 824 | 4 | < 0.1% |
| 823 | 4 | < 0.1% |
| 811 | 1 | < 0.1% |
| 792 | 61 | |
| 783 | 5 | < 0.1% |
| 758 | 35 | |
| 757 | 1 | < 0.1% |
SOUND
Real number (ℝ)
Missing Skewed
| Distinct | 18519 |
|---|---|
| Distinct (%) | 18.9% |
| Missing | 5120 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 153.51176 |
| Minimum | 56.209 |
|---|---|
| Maximum | 2027663.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 56.209 |
|---|---|
| 5-th percentile | 58.6804 |
| Q1 | 64.824 |
| median | 70.894 |
| Q3 | 76.108 |
| 95-th percentile | 82.9088 |
| Maximum | 2027663.1 |
| Range | 2027606.9 |
| Interquartile range (IQR) | 11.284 |
Descriptive statistics
| Standard deviation | 12948.002 |
|---|---|
| Coefficient of variation (CV) | 84.345342 |
| Kurtosis | 24517.483 |
| Mean | 153.51176 |
| Median Absolute Deviation (MAD) | 5.758 |
| Skewness | 156.58536 |
| Sum | 15057201 |
| Variance | 1.6765075 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 74.475 | 29 | < 0.1% |
| 65.08 | 26 | < 0.1% |
| 64.692 | 26 | < 0.1% |
| 64.939 | 25 | < 0.1% |
| 74.713 | 25 | < 0.1% |
| 75.194 | 24 | < 0.1% |
| 65.976 | 24 | < 0.1% |
| 76.189 | 24 | < 0.1% |
| 64.387 | 24 | < 0.1% |
| 63.766 | 23 | < 0.1% |
| Other values (18509) | 97835 | |
| (Missing) | 5120 | 5.0% |
| Value | Count | Frequency (%) |
| 56.209 | 3 | < 0.1% |
| 56.222 | 3 | < 0.1% |
| 56.223 | 3 | < 0.1% |
| 56.23 | 3 | < 0.1% |
| 56.25 | 4 | |
| 56.256 | 3 | < 0.1% |
| 56.263 | 3 | < 0.1% |
| 56.267 | 8 | |
| 56.269 | 3 | < 0.1% |
| 56.28 | 4 |
| Value | Count | Frequency (%) |
| 2027663.089 | 4 | |
| 96.959 | 4 | |
| 96.282 | 3 | |
| 96.117 | 3 | |
| 95.342 | 4 | |
| 94.746 | 1 | < 0.1% |
| 94.451 | 2 | |
| 93.734 | 1 | < 0.1% |
| 93.655 | 1 | < 0.1% |
| 93.632 | 3 |
TEMPRATURE_MAX
Real number (ℝ)
High correlation Missing
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5061 |
| Missing (%) | 4.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.920219 |
| Minimum | 23 |
|---|---|
| Maximum | 46 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 29 |
| median | 34 |
| Q3 | 39 |
| 95-th percentile | 42 |
| Maximum | 46 |
| Range | 23 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.2649974 |
|---|---|
| Coefficient of variation (CV) | 0.15521708 |
| Kurtosis | -1.3103309 |
| Mean | 33.920219 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.006160381 |
| Sum | 3329066 |
| Variance | 27.720197 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 40 | 8769 | 8.5% |
| 29 | 7208 | 7.0% |
| 39 | 7205 | 7.0% |
| 28 | 6891 | 6.7% |
| 27 | 6155 | 6.0% |
| 30 | 6071 | 5.9% |
| 41 | 5884 | 5.7% |
| 38 | 5778 | 5.6% |
| 37 | 5407 | 5.2% |
| 32 | 5058 | 4.9% |
| Other values (14) | 33718 | |
| (Missing) | 5061 | 4.9% |
| Value | Count | Frequency (%) |
| 23 | 54 | 0.1% |
| 24 | 419 | 0.4% |
| 25 | 2130 | 2.1% |
| 26 | 4393 | |
| 27 | 6155 | |
| 28 | 6891 | |
| 29 | 7208 | |
| 30 | 6071 | |
| 31 | 4930 | |
| 32 | 5058 |
| Value | Count | Frequency (%) |
| 46 | 42 | < 0.1% |
| 45 | 68 | 0.1% |
| 44 | 590 | 0.6% |
| 43 | 789 | 0.8% |
| 42 | 3768 | |
| 41 | 5884 | |
| 40 | 8769 | |
| 39 | 7205 | |
| 38 | 5778 | |
| 37 | 5407 |
TEMPRATURE_MIN
Real number (ℝ)
High correlation Missing
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5061 |
| Missing (%) | 4.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.91056 |
| Minimum | 20 |
|---|---|
| Maximum | 44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 24 |
| median | 25 |
| Q3 | 26 |
| 95-th percentile | 28 |
| Maximum | 44 |
| Range | 24 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.0467292 |
|---|---|
| Coefficient of variation (CV) | 0.082163116 |
| Kurtosis | 11.982049 |
| Mean | 24.91056 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.2574464 |
| Sum | 2444822 |
| Variance | 4.1891006 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 24 | 25226 | |
| 23 | 19271 | |
| 25 | 17957 | |
| 26 | 15430 | |
| 27 | 8245 | 8.0% |
| 28 | 3929 | 3.8% |
| 22 | 3669 | 3.6% |
| 29 | 1846 | 1.8% |
| 30 | 843 | 0.8% |
| 31 | 499 | 0.5% |
| Other values (15) | 1229 | 1.2% |
| (Missing) | 5061 | 4.9% |
| Value | Count | Frequency (%) |
| 20 | 15 | < 0.1% |
| 21 | 400 | 0.4% |
| 22 | 3669 | 3.6% |
| 23 | 19271 | |
| 24 | 25226 | |
| 25 | 17957 | |
| 26 | 15430 | |
| 27 | 8245 | 8.0% |
| 28 | 3929 | 3.8% |
| 29 | 1846 | 1.8% |
| Value | Count | Frequency (%) |
| 44 | 12 | < 0.1% |
| 43 | 6 | < 0.1% |
| 42 | 45 | |
| 41 | 52 | |
| 40 | 67 | |
| 39 | 86 | |
| 38 | 75 | |
| 37 | 95 | |
| 36 | 46 | |
| 35 | 35 | < 0.1% |
UV_MAX
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 65 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 12518 |
| Missing (%) | 12.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0933221 |
| Minimum | 0 |
|---|---|
| Maximum | 6.6 |
| Zeros | 36056 |
| Zeros (%) | 34.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.4 |
| Q3 | 1.7 |
| 95-th percentile | 4.5 |
| Maximum | 6.6 |
| Range | 6.6 |
| Interquartile range (IQR) | 1.7 |
Descriptive statistics
| Standard deviation | 1.4872195 |
|---|---|
| Coefficient of variation (CV) | 1.3602757 |
| Kurtosis | 1.0677242 |
| Mean | 1.0933221 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 1.4340936 |
| Sum | 99150.1 |
| Variance | 2.2118218 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 36056 | |
| 0.1 | 3294 | 3.2% |
| 0.7 | 3010 | 2.9% |
| 0.5 | 2874 | 2.8% |
| 0.2 | 2645 | 2.6% |
| 0.6 | 2578 | 2.5% |
| 0.4 | 2405 | 2.3% |
| 0.8 | 2358 | 2.3% |
| 0.3 | 2051 | 2.0% |
| 0.9 | 1491 | 1.4% |
| Other values (55) | 31925 | |
| (Missing) | 12518 | 12.1% |
| Value | Count | Frequency (%) |
| 0 | 36056 | |
| 0.1 | 3294 | 3.2% |
| 0.2 | 2645 | 2.6% |
| 0.3 | 2051 | 2.0% |
| 0.4 | 2405 | 2.3% |
| 0.5 | 2874 | 2.8% |
| 0.6 | 2578 | 2.5% |
| 0.7 | 3010 | 2.9% |
| 0.8 | 2358 | 2.3% |
| 0.9 | 1491 | 1.4% |
| Value | Count | Frequency (%) |
| 6.6 | 45 | < 0.1% |
| 6.3 | 36 | < 0.1% |
| 6.2 | 40 | < 0.1% |
| 6.1 | 43 | < 0.1% |
| 6 | 35 | < 0.1% |
| 5.9 | 282 | |
| 5.8 | 19 | < 0.1% |
| 5.7 | 247 | |
| 5.6 | 91 | 0.1% |
| 5.5 | 116 |
UV_MIN
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 12518 |
| Missing (%) | 12.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.086700409 |
| Minimum | 0 |
|---|---|
| Maximum | 1.3 |
| Zeros | 36056 |
| Zeros (%) | 34.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.1 |
| Q3 | 0.1 |
| 95-th percentile | 0.3 |
| Maximum | 1.3 |
| Range | 1.3 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.098301151 |
|---|---|
| Coefficient of variation (CV) | 1.1338026 |
| Kurtosis | 10.174075 |
| Mean | 0.086700409 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 2.1515825 |
| Sum | 7862.6 |
| Variance | 0.0096631163 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0.1 | 38906 | |
| 0 | 36056 | |
| 0.2 | 10948 | 10.6% |
| 0.3 | 2627 | 2.5% |
| 0.4 | 1461 | 1.4% |
| 0.5 | 399 | 0.4% |
| 0.6 | 130 | 0.1% |
| 0.7 | 74 | 0.1% |
| 0.8 | 42 | < 0.1% |
| 1.2 | 22 | < 0.1% |
| Other values (3) | 22 | < 0.1% |
| (Missing) | 12518 | 12.1% |
| Value | Count | Frequency (%) |
| 0 | 36056 | |
| 0.1 | 38906 | |
| 0.2 | 10948 | 10.6% |
| 0.3 | 2627 | 2.5% |
| 0.4 | 1461 | 1.4% |
| 0.5 | 399 | 0.4% |
| 0.6 | 130 | 0.1% |
| 0.7 | 74 | 0.1% |
| 0.8 | 42 | < 0.1% |
| 0.9 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.3 | 1 | < 0.1% |
| 1.2 | 22 | < 0.1% |
| 1 | 4 | < 0.1% |
| 0.9 | 17 | < 0.1% |
| 0.8 | 42 | < 0.1% |
| 0.7 | 74 | 0.1% |
| 0.6 | 130 | 0.1% |
| 0.5 | 399 | 0.4% |
| 0.4 | 1461 | |
| 0.3 | 2627 |
AIR_PRESSURE
Real number (ℝ)
Missing
| Distinct | 135 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 5120 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.93073522 |
| Minimum | 0.763 |
|---|---|
| Maximum | 1.349 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 0.763 |
|---|---|
| 5-th percentile | 0.924 |
| Q1 | 0.928 |
| median | 0.931 |
| Q3 | 0.933 |
| 95-th percentile | 0.936 |
| Maximum | 1.349 |
| Range | 0.586 |
| Interquartile range (IQR) | 0.005 |
Descriptive statistics
| Standard deviation | 0.021908303 |
|---|---|
| Coefficient of variation (CV) | 0.023538707 |
| Kurtosis | 263.18367 |
| Mean | 0.93073522 |
| Median Absolute Deviation (MAD) | 0.002 |
| Skewness | 13.950293 |
| Sum | 91291.164 |
| Variance | 0.00047997376 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.931 | 11516 | |
| 0.93 | 10639 | |
| 0.932 | 9911 | |
| 0.929 | 9861 | |
| 0.933 | 9425 | |
| 0.928 | 7730 | |
| 0.934 | 7019 | |
| 0.927 | 5887 | 5.7% |
| 0.935 | 5345 | 5.2% |
| 0.926 | 4012 | 3.9% |
| Other values (125) | 16740 | |
| (Missing) | 5120 | 5.0% |
| Value | Count | Frequency (%) |
| 0.763 | 13 | < 0.1% |
| 0.764 | 25 | < 0.1% |
| 0.765 | 18 | < 0.1% |
| 0.766 | 17 | < 0.1% |
| 0.767 | 8 | < 0.1% |
| 0.768 | 7 | < 0.1% |
| 0.769 | 3 | < 0.1% |
| 0.77 | 3 | < 0.1% |
| 0.835 | 95 | |
| 0.836 | 46 |
| Value | Count | Frequency (%) |
| 1.349 | 4 | < 0.1% |
| 1.347 | 3 | < 0.1% |
| 1.346 | 10 | |
| 1.345 | 15 | |
| 1.344 | 8 | |
| 1.341 | 11 | |
| 1.34 | 7 | |
| 1.339 | 4 | < 0.1% |
| 1.338 | 3 | < 0.1% |
| 1.336 | 15 |
LASTUPDATEDATETIME
Date
| Distinct | 16284 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 806.4 KiB |
| Minimum | 2019-01-05 00:01:00 |
|---|---|
| Maximum | 2019-12-08 23:49:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Lattitude
Real number (ℝ)
High correlation
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.502812 |
| Minimum | 18.451716 |
|---|---|
| Maximum | 18.559427 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 18.451716 |
|---|---|
| 5-th percentile | 18.451716 |
| Q1 | 18.487306 |
| median | 18.501834 |
| Q3 | 18.525066 |
| 95-th percentile | 18.534357 |
| Maximum | 18.559427 |
| Range | 0.1077111 |
| Interquartile range (IQR) | 0.0377596 |
Descriptive statistics
| Standard deviation | 0.027027296 |
|---|---|
| Coefficient of variation (CV) | 0.0014607129 |
| Kurtosis | -0.31271973 |
| Mean | 18.502812 |
| Median Absolute Deviation (MAD) | 0.019595 |
| Skewness | -0.19922428 |
| Sum | 1909582.7 |
| Variance | 0.00073047475 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 18.5343565 | 12963 | |
| 18.51557 | 12872 | |
| 18.4822385 | 12461 | |
| 18.5018335 | 12434 | |
| 18.4517156 | 12210 | |
| 18.4873065 | 12117 | |
| 18.5250661 | 11791 | |
| 18.5017272 | 11766 | |
| 18.5594267 | 4279 | 4.1% |
| 18.5517635 | 312 | 0.3% |
| Value | Count | Frequency (%) |
| 18.4517156 | 12210 | |
| 18.4822385 | 12461 | |
| 18.4873065 | 12117 | |
| 18.5017272 | 11766 | |
| 18.5018335 | 12434 | |
| 18.51557 | 12872 | |
| 18.5250661 | 11791 | |
| 18.5343565 | 12963 | |
| 18.5517635 | 312 | 0.3% |
| 18.5594267 | 4279 | 4.1% |
| Value | Count | Frequency (%) |
| 18.5594267 | 4279 | 4.1% |
| 18.5517635 | 312 | 0.3% |
| 18.5343565 | 12963 | |
| 18.5250661 | 11791 | |
| 18.51557 | 12872 | |
| 18.5018335 | 12434 | |
| 18.5017272 | 11766 | |
| 18.4873065 | 12117 | |
| 18.4822385 | 12461 | |
| 18.4517156 | 12210 |
Longitude
Real number (ℝ)
High correlation
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.849098 |
| Minimum | 73.792927 |
|---|---|
| Maximum | 73.941478 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 806.4 KiB |
Quantile statistics
| Minimum | 73.792927 |
|---|---|
| 5-th percentile | 73.792927 |
| Q1 | 73.824393 |
| median | 73.828656 |
| Q3 | 73.858092 |
| 95-th percentile | 73.941478 |
| Maximum | 73.941478 |
| Range | 0.1485502 |
| Interquartile range (IQR) | 0.0336985 |
Descriptive statistics
| Standard deviation | 0.043197742 |
|---|---|
| Coefficient of variation (CV) | 0.0005849461 |
| Kurtosis | -0.015272463 |
| Mean | 73.849098 |
| Median Absolute Deviation (MAD) | 0.0275147 |
| Skewness | 0.88954459 |
| Sum | 7621596.2 |
| Variance | 0.0018660449 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 73.8260579 | 12963 | |
| 73.8243931 | 12872 | |
| 73.8580916 | 12461 | |
| 73.9414776 | 12434 | |
| 73.8561703 | 12210 | |
| 73.8856497 | 12117 | |
| 73.7929274 | 11791 | |
| 73.8135954 | 11766 | |
| 73.8286556 | 4279 | 4.1% |
| 73.8306479 | 312 | 0.3% |
| Value | Count | Frequency (%) |
| 73.7929274 | 11791 | |
| 73.8135954 | 11766 | |
| 73.8243931 | 12872 | |
| 73.8260579 | 12963 | |
| 73.8286556 | 4279 | 4.1% |
| 73.8306479 | 312 | 0.3% |
| 73.8561703 | 12210 | |
| 73.8580916 | 12461 | |
| 73.8856497 | 12117 | |
| 73.9414776 | 12434 |
| Value | Count | Frequency (%) |
| 73.9414776 | 12434 | |
| 73.8856497 | 12117 | |
| 73.8580916 | 12461 | |
| 73.8561703 | 12210 | |
| 73.8306479 | 312 | 0.3% |
| 73.8286556 | 4279 | 4.1% |
| 73.8260579 | 12963 | |
| 73.8243931 | 12872 | |
| 73.8135954 | 11766 | |
| 73.7929274 | 11791 |
Interactions
Correlations
| AIR_PRESSURE | CO2_MAX | CO2_MIN | CO_MAX | CO_MIN | HUMIDITY | LIGHT | Lattitude | Longitude | NAME | NO2_MAX | NO2_MIN | OZONE_MAX | OZONE_MIN | PM10_MAX | PM10_MIN | PM2_MAX | PM2_MIN | SO2_MAX | SO2_MIN | SOUND | TEMPRATURE_MAX | TEMPRATURE_MIN | UV_MAX | UV_MIN | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AIR_PRESSURE | 1.000 | 0.069 | 0.149 | 0.309 | 0.454 | -0.443 | 0.123 | 0.275 | -0.256 | 0.105 | 0.326 | 0.326 | 0.019 | -0.345 | 0.483 | 0.498 | 0.460 | 0.483 | 0.273 | 0.274 | 0.166 | 0.495 | 0.234 | 0.178 | 0.084 |
| CO2_MAX | 0.069 | 1.000 | 0.821 | 0.394 | 0.158 | 0.006 | 0.025 | 0.523 | -0.392 | 0.395 | -0.175 | -0.184 | -0.156 | -0.118 | 0.168 | 0.125 | 0.138 | 0.093 | 0.058 | 0.049 | -0.046 | 0.007 | 0.088 | -0.056 | -0.092 |
| CO2_MIN | 0.149 | 0.821 | 1.000 | 0.552 | 0.313 | -0.193 | 0.053 | 0.383 | -0.210 | 0.412 | -0.160 | -0.192 | 0.027 | -0.067 | 0.356 | 0.313 | 0.353 | 0.307 | 0.124 | 0.094 | -0.086 | 0.186 | 0.200 | -0.032 | -0.097 |
| CO_MAX | 0.309 | 0.394 | 0.552 | 1.000 | 0.757 | -0.330 | -0.025 | 0.100 | 0.098 | 0.404 | 0.276 | 0.221 | -0.020 | -0.247 | 0.268 | 0.238 | 0.318 | 0.284 | 0.460 | 0.407 | -0.017 | 0.364 | 0.364 | -0.083 | -0.067 |
| CO_MIN | 0.454 | 0.158 | 0.313 | 0.757 | 1.000 | -0.626 | 0.020 | 0.107 | 0.059 | 0.334 | 0.357 | 0.294 | 0.115 | -0.360 | 0.492 | 0.469 | 0.564 | 0.536 | 0.418 | 0.349 | 0.036 | 0.699 | 0.553 | 0.048 | 0.033 |
| HUMIDITY | -0.443 | 0.006 | -0.193 | -0.330 | -0.626 | 1.000 | -0.342 | -0.091 | 0.003 | 0.072 | -0.233 | -0.190 | -0.251 | 0.311 | -0.695 | -0.694 | -0.732 | -0.730 | -0.128 | -0.078 | -0.006 | -0.798 | -0.539 | -0.465 | -0.373 |
| LIGHT | 0.123 | 0.025 | 0.053 | -0.025 | 0.020 | -0.342 | 1.000 | 0.037 | -0.081 | 0.140 | -0.044 | -0.048 | 0.009 | -0.077 | 0.095 | 0.093 | 0.088 | 0.087 | -0.025 | -0.041 | 0.229 | 0.091 | 0.005 | 0.395 | 0.464 |
| Lattitude | 0.275 | 0.523 | 0.383 | 0.100 | 0.107 | -0.091 | 0.037 | 1.000 | -0.448 | 1.000 | -0.012 | -0.013 | -0.123 | -0.143 | 0.205 | 0.195 | 0.180 | 0.168 | -0.176 | -0.189 | -0.102 | 0.150 | 0.104 | 0.095 | 0.047 |
| Longitude | -0.256 | -0.392 | -0.210 | 0.098 | 0.059 | 0.003 | -0.081 | -0.448 | 1.000 | 1.000 | 0.104 | 0.096 | 0.176 | 0.178 | -0.194 | -0.140 | -0.150 | -0.096 | 0.040 | 0.038 | -0.047 | -0.067 | -0.022 | -0.053 | 0.084 |
| NAME | 0.105 | 0.395 | 0.412 | 0.404 | 0.334 | 0.072 | 0.140 | 1.000 | 1.000 | 1.000 | 0.313 | 0.306 | 0.254 | 0.163 | 0.176 | 0.154 | 0.180 | 0.153 | 0.111 | 0.106 | 0.014 | 0.156 | 0.085 | 0.219 | 0.115 |
| NO2_MAX | 0.326 | -0.175 | -0.160 | 0.276 | 0.357 | -0.233 | -0.044 | -0.012 | 0.104 | 0.313 | 1.000 | 0.942 | -0.252 | -0.382 | 0.205 | 0.207 | 0.206 | 0.210 | 0.310 | 0.266 | 0.181 | 0.233 | 0.168 | -0.013 | 0.023 |
| NO2_MIN | 0.326 | -0.184 | -0.192 | 0.221 | 0.294 | -0.190 | -0.048 | -0.013 | 0.096 | 0.306 | 0.942 | 1.000 | -0.314 | -0.384 | 0.152 | 0.196 | 0.138 | 0.188 | 0.239 | 0.282 | 0.192 | 0.183 | 0.157 | -0.001 | 0.035 |
| OZONE_MAX | 0.019 | -0.156 | 0.027 | -0.020 | 0.115 | -0.251 | 0.009 | -0.123 | 0.176 | 0.254 | -0.252 | -0.314 | 1.000 | 0.479 | 0.266 | 0.229 | 0.281 | 0.238 | 0.178 | 0.110 | -0.178 | 0.213 | -0.138 | 0.016 | -0.002 |
| OZONE_MIN | -0.345 | -0.118 | -0.067 | -0.247 | -0.360 | 0.311 | -0.077 | -0.143 | 0.178 | 0.163 | -0.382 | -0.384 | 0.479 | 1.000 | -0.158 | -0.156 | -0.215 | -0.209 | -0.069 | -0.046 | -0.111 | -0.386 | -0.290 | -0.132 | -0.071 |
| PM10_MAX | 0.483 | 0.168 | 0.356 | 0.268 | 0.492 | -0.695 | 0.095 | 0.205 | -0.194 | 0.176 | 0.205 | 0.152 | 0.266 | -0.158 | 1.000 | 0.946 | 0.962 | 0.920 | 0.122 | 0.060 | -0.086 | 0.722 | 0.404 | 0.142 | 0.043 |
| PM10_MIN | 0.498 | 0.125 | 0.313 | 0.238 | 0.469 | -0.694 | 0.093 | 0.195 | -0.140 | 0.154 | 0.207 | 0.196 | 0.229 | -0.156 | 0.946 | 1.000 | 0.911 | 0.969 | 0.063 | 0.063 | -0.073 | 0.725 | 0.419 | 0.159 | 0.072 |
| PM2_MAX | 0.460 | 0.138 | 0.353 | 0.318 | 0.564 | -0.732 | 0.088 | 0.180 | -0.150 | 0.180 | 0.206 | 0.138 | 0.281 | -0.215 | 0.962 | 0.911 | 1.000 | 0.944 | 0.116 | 0.041 | -0.123 | 0.782 | 0.471 | 0.149 | 0.046 |
| PM2_MIN | 0.483 | 0.093 | 0.307 | 0.284 | 0.536 | -0.730 | 0.087 | 0.168 | -0.096 | 0.153 | 0.210 | 0.188 | 0.238 | -0.209 | 0.920 | 0.969 | 0.944 | 1.000 | 0.060 | 0.052 | -0.101 | 0.778 | 0.478 | 0.165 | 0.074 |
| SO2_MAX | 0.273 | 0.058 | 0.124 | 0.460 | 0.418 | -0.128 | -0.025 | -0.176 | 0.040 | 0.111 | 0.310 | 0.239 | 0.178 | -0.069 | 0.122 | 0.063 | 0.116 | 0.060 | 1.000 | 0.860 | 0.135 | 0.067 | -0.055 | -0.041 | -0.078 |
| SO2_MIN | 0.274 | 0.049 | 0.094 | 0.407 | 0.349 | -0.078 | -0.041 | -0.189 | 0.038 | 0.106 | 0.266 | 0.282 | 0.110 | -0.046 | 0.060 | 0.063 | 0.041 | 0.052 | 0.860 | 1.000 | 0.151 | 0.015 | -0.055 | -0.051 | -0.076 |
| SOUND | 0.166 | -0.046 | -0.086 | -0.017 | 0.036 | -0.006 | 0.229 | -0.102 | -0.047 | 0.014 | 0.181 | 0.192 | -0.178 | -0.111 | -0.086 | -0.073 | -0.123 | -0.101 | 0.135 | 0.151 | 1.000 | -0.063 | -0.085 | 0.260 | 0.175 |
| TEMPRATURE_MAX | 0.495 | 0.007 | 0.186 | 0.364 | 0.699 | -0.798 | 0.091 | 0.150 | -0.067 | 0.156 | 0.233 | 0.183 | 0.213 | -0.386 | 0.722 | 0.725 | 0.782 | 0.778 | 0.067 | 0.015 | -0.063 | 1.000 | 0.655 | 0.215 | 0.102 |
| TEMPRATURE_MIN | 0.234 | 0.088 | 0.200 | 0.364 | 0.553 | -0.539 | 0.005 | 0.104 | -0.022 | 0.085 | 0.168 | 0.157 | -0.138 | -0.290 | 0.404 | 0.419 | 0.471 | 0.478 | -0.055 | -0.055 | -0.085 | 0.655 | 1.000 | 0.023 | -0.007 |
| UV_MAX | 0.178 | -0.056 | -0.032 | -0.083 | 0.048 | -0.465 | 0.395 | 0.095 | -0.053 | 0.219 | -0.013 | -0.001 | 0.016 | -0.132 | 0.142 | 0.159 | 0.149 | 0.165 | -0.041 | -0.051 | 0.260 | 0.215 | 0.023 | 1.000 | 0.814 |
| UV_MIN | 0.084 | -0.092 | -0.097 | -0.067 | 0.033 | -0.373 | 0.464 | 0.047 | 0.084 | 0.115 | 0.023 | 0.035 | -0.002 | -0.071 | 0.043 | 0.072 | 0.046 | 0.074 | -0.078 | -0.076 | 0.175 | 0.102 | -0.007 | 0.814 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| NAME | HUMIDITY | LIGHT | NO_MAX | NO_MIN | NO2_MAX | NO2_MIN | OZONE_MAX | OZONE_MIN | PM10_MAX | PM10_MIN | PM2_MAX | PM2_MIN | SO2_MAX | SO2_MIN | CO_MAX | CO_MIN | CO2_MAX | CO2_MIN | SOUND | TEMPRATURE_MAX | TEMPRATURE_MIN | UV_MAX | UV_MIN | AIR_PRESSURE | LASTUPDATEDATETIME | Lattitude | Longitude | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | BopadiSquare_65 | 19.995 | 3762.914 | 0 | 0 | 59.0 | 54.0 | 15.0 | 0.0 | 22.0 | 19.0 | 18.0 | 16.0 | 5.0 | 4.0 | 154.0 | 115.0 | 448.0 | 401.0 | 66.133 | 41.0 | 24.0 | 5.3 | 0.2 | 0.933 | 13/05/19 12:16 | 18.559427 | 73.828656 |
| 1 | Karve Statue Square_5 | 20.730 | 529.245 | 0 | 0 | 82.0 | 77.0 | 18.0 | 0.0 | 23.0 | 19.0 | 19.0 | 16.0 | 4.0 | 3.0 | 124.0 | 69.0 | 441.0 | 374.0 | 63.568 | 39.0 | 25.0 | 0.8 | 0.1 | 0.930 | 13/05/19 12:16 | 18.501727 | 73.813595 |
| 2 | Lullanagar_Square_14 | 17.387 | 693.375 | 0 | 0 | 74.0 | 63.0 | 25.0 | 0.0 | 25.0 | 21.0 | 20.0 | 18.0 | 3.0 | 3.0 | 103.0 | 55.0 | 33.0 | 0.0 | 59.362 | 40.0 | 24.0 | 0.5 | 0.2 | 0.926 | 13/05/19 12:16 | 18.487306 | 73.885650 |
| 3 | Hadapsar_Gadital_01 | 18.725 | 723.631 | 0 | 0 | 110.0 | 105.0 | 5.0 | 0.0 | 26.0 | 21.0 | 21.0 | 18.0 | 6.0 | 5.0 | 128.0 | 95.0 | 482.0 | 427.0 | 72.178 | 38.0 | 26.0 | 1.3 | 0.1 | 0.930 | 13/05/19 12:16 | 18.501834 | 73.941478 |
| 4 | PMPML_Bus_Depot_Deccan_15 | 20.622 | 816.476 | 0 | 0 | 93.0 | 85.0 | 9.0 | 0.0 | 20.0 | 15.0 | 17.0 | 13.0 | 5.0 | 4.0 | 112.0 | 52.0 | 77.0 | 26.0 | 74.756 | 40.0 | 25.0 | NaN | NaN | 0.932 | 13/05/19 12:16 | 18.451716 | 73.856170 |
| 5 | Goodluck Square_Cafe_23 | 19.896 | 253.463 | 0 | 0 | 82.0 | 78.0 | 6.0 | 0.0 | 26.0 | 23.0 | 21.0 | 19.0 | 4.0 | 3.0 | 111.0 | 47.0 | 307.0 | 291.0 | 58.582 | 40.0 | 26.0 | 2.6 | 0.1 | 0.932 | 13/05/19 12:16 | 18.534357 | 73.826058 |
| 6 | Karve Statue Square_5 | 25.154 | 377.207 | 0 | 0 | 82.0 | 77.0 | 18.0 | 0.0 | 23.0 | 19.0 | 19.0 | 16.0 | 4.0 | 3.0 | 124.0 | 69.0 | 445.0 | 374.0 | 65.501 | 39.0 | 25.0 | 0.8 | 0.1 | 0.930 | 13/05/19 12:31 | 18.501727 | 73.813595 |
| 7 | Goodluck Square_Cafe_23 | 25.047 | 203.806 | 0 | 0 | 82.0 | 77.0 | 6.0 | 0.0 | 26.0 | 23.0 | 21.0 | 19.0 | 4.0 | 3.0 | 111.0 | 47.0 | 303.0 | 291.0 | 60.607 | 40.0 | 26.0 | 2.6 | 0.1 | 0.932 | 13/05/19 12:31 | 18.534357 | 73.826058 |
| 8 | BopadiSquare_65 | 23.487 | 2901.535 | 0 | 0 | 59.0 | 54.0 | 15.0 | 0.0 | 21.0 | 19.0 | 18.0 | 16.0 | 5.0 | 4.0 | 154.0 | 115.0 | 448.0 | 401.0 | 67.149 | 41.0 | 24.0 | 5.3 | 0.2 | 0.933 | 13/05/19 12:31 | 18.559427 | 73.828656 |
| 9 | Lullanagar_Square_14 | 21.912 | 525.003 | 0 | 0 | 73.0 | 63.0 | 25.0 | 0.0 | 25.0 | 21.0 | 20.0 | 18.0 | 3.0 | 3.0 | 103.0 | 55.0 | 33.0 | 0.0 | 62.241 | 40.0 | 24.0 | 0.5 | 0.2 | 0.926 | 13/05/19 12:31 | 18.487306 | 73.885650 |
| NAME | HUMIDITY | LIGHT | NO_MAX | NO_MIN | NO2_MAX | NO2_MIN | OZONE_MAX | OZONE_MIN | PM10_MAX | PM10_MIN | PM2_MAX | PM2_MIN | SO2_MAX | SO2_MIN | CO_MAX | CO_MIN | CO2_MAX | CO2_MIN | SOUND | TEMPRATURE_MAX | TEMPRATURE_MIN | UV_MAX | UV_MIN | AIR_PRESSURE | LASTUPDATEDATETIME | Lattitude | Longitude | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 103195 | Lullanagar_Square_14 | 74.471 | 2511.950 | 0 | 0 | 40.0 | 36.0 | 50.0 | 27.0 | 4.0 | 3.0 | 3.0 | 2.0 | 0.0 | 0.0 | 43.0 | 8.0 | 0.0 | 0.0 | 67.902 | 27.0 | 23.0 | 0.6 | 0.1 | 0.924 | 06/09/19 7:45 | 18.487306 | 73.885650 |
| 103196 | PMPML_Bus_Depot_Deccan_15 | 71.806 | 3167.854 | 0 | 0 | 98.0 | 96.0 | 0.0 | 0.0 | 8.0 | 7.0 | 5.0 | 4.0 | 8.0 | 8.0 | 103.0 | 30.0 | 0.0 | 0.0 | 85.431 | 28.0 | 24.0 | 1.4 | 0.4 | 0.930 | 06/09/19 8:01 | 18.451716 | 73.856170 |
| 103197 | Chitale Bandhu Corner_41 | 70.243 | 5048.751 | 0 | 0 | 8.0 | 6.0 | 7.0 | 4.0 | 12.0 | 10.0 | 7.0 | 5.0 | 0.0 | 0.0 | 70.0 | 19.0 | 554.0 | 482.0 | 74.782 | 29.0 | 25.0 | 1.2 | 0.2 | 0.928 | 06/09/19 8:00 | 18.515570 | 73.824393 |
| 103198 | Goodluck Square_Cafe_23 | 69.759 | 828.143 | 0 | 0 | 80.0 | 78.0 | 2.0 | 1.0 | 13.0 | 9.0 | 6.0 | 4.0 | 1.0 | 0.0 | 76.0 | 27.0 | 199.0 | 0.0 | 64.149 | 30.0 | 23.0 | 0.0 | 0.0 | 0.929 | 06/09/19 8:00 | 18.534357 | 73.826058 |
| 103199 | Rajashri_Shahu_Bus_stand_19 | 76.809 | 1536.079 | 0 | 0 | 54.0 | 52.0 | 7.0 | 3.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 20.0 | 11.0 | 0.0 | 0.0 | 81.190 | 28.0 | 23.0 | 1.4 | 0.4 | 0.925 | 06/09/19 8:01 | 18.482239 | 73.858092 |
| 103200 | Hadapsar_Gadital_01 | 73.903 | 3388.676 | 0 | 0 | 0.0 | 0.0 | 71.0 | 59.0 | 5.0 | 4.0 | 3.0 | 3.0 | 4.0 | 2.0 | 119.0 | 36.0 | 204.0 | 142.0 | 80.864 | 27.0 | 24.0 | 0.1 | 0.1 | 0.928 | 06/09/19 8:01 | 18.501834 | 73.941478 |
| 103201 | Dr Baba Saheb Ambedkar Sethu Junction_60 | 83.984 | 2530.419 | 0 | 0 | 37.0 | 34.0 | 17.0 | 10.0 | 20.0 | 15.0 | 8.0 | 7.0 | 6.0 | 6.0 | 78.0 | 15.0 | 372.0 | 334.0 | 83.841 | 28.0 | 24.0 | 0.1 | 0.1 | 0.930 | 06/09/19 8:01 | 18.551763 | 73.830648 |
| 103202 | Lullanagar_Square_14 | 74.412 | 1831.434 | 0 | 0 | 40.0 | 36.0 | 50.0 | 27.0 | 4.0 | 3.0 | 3.0 | 2.0 | 0.0 | 0.0 | 43.0 | 8.0 | 0.0 | 0.0 | 67.681 | 27.0 | 23.0 | 0.6 | 0.1 | 0.924 | 06/09/19 8:01 | 18.487306 | 73.885650 |
| 103203 | Karve Statue Square_5 | 75.912 | 291.391 | 0 | 0 | 66.0 | 65.0 | 18.0 | 15.0 | 11.0 | 9.0 | 5.0 | 4.0 | 9.0 | 9.0 | 112.0 | 33.0 | 442.0 | 335.0 | 65.894 | 27.0 | 24.0 | 0.0 | 0.0 | 0.928 | 06/09/19 8:01 | 18.501727 | 73.813595 |
| 103204 | Pune Railway Station_28 | 72.648 | 3664.177 | 0 | 0 | 162.0 | 154.0 | 0.0 | 0.0 | 7.0 | 6.0 | 3.0 | 2.0 | 3.0 | 3.0 | 46.0 | 17.0 | 26.0 | 0.0 | 81.266 | 28.0 | 24.0 | 0.9 | 0.2 | 0.930 | 06/09/19 8:01 | 18.525066 | 73.792927 |